| 2022 | Learning to Borrow- Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph Completion. | Huda Hakami, Mona Hakami, Angrosh Mandya, Danushka Bollegala |
| 2022 | RAIL-KD: RAndom Intermediate Layer Mapping for Knowledge Distillation. | Md. Akmal Haidar, Nithin Anchuri, Mehdi Rezagholizadeh, Abbas Ghaddar, Philippe Langlais, Pascal Poupart |
| 2022 | Cross-Lingual Event Detection via Optimized Adversarial Training. | Luis Guzman-Nateras, Minh Van Nguyen, Thien Nguyen |
| 2022 | Event Detection for Suicide Understanding. | Luis Guzman-Nateras, Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen |
| 2022 | DEMix Layers: Disentangling Domains for Modular Language Modeling. | Suchin Gururangan, Mike Lewis, Ari Holtzman, Noah A. Smith, Luke Zettlemoyer |
| 2022 | Delving Deep into Regularity: A Simple but Effective Method for Chinese Named Entity Recognition. | Yingjie Gu, Xiaoye Qu, Zhefeng Wang, Yi Zheng, Baoxing Huai, Nicholas Jing Yuan |
| 2022 | Target-Guided Dialogue Response Generation Using Commonsense and Data Augmentation. | Prakhar Gupta, Harsh Jhamtani, Jeffrey P. Bigham |
| 2022 | Show, Don't Tell: Demonstrations Outperform Descriptions for Schema-Guided Task-Oriented Dialogue. | Raghav Gupta, Harrison Lee, Jeffrey Zhao, Yuan Cao, Abhinav Rastogi, Yonghui Wu |
| 2022 | Dependency Position Encoding for Relation Extraction. | Qiushi Guo, Xin Wang, Dehong Gao |
| 2022 | FreeTransfer-X: Safe and Label-Free Cross-Lingual Transfer from Off-the-Shelf Models. | Yinpeng Guo, Liangyou Li, Xin Jiang, Qun Liu |
| 2022 | LongT5: Efficient Text-To-Text Transformer for Long Sequences. | Mandy Guo, Joshua Ainslie, David C. Uthus, Santiago Ontan, Jianmo Ni, Yun-Hsuan Sung, Yinfei Yang |
| 2022 | KAT: A Knowledge Augmented Transformer for Vision-and-Language. | Liangke Gui, Borui Wang, Qiuyuan Huang, Alexander Hauptmann, Yonatan Bisk, Jianfeng Gao |
| 2022 | Constraining word alignments with posterior regularization for label transfer. | Thomas Gueudr, Kevin Martin Jose |
| 2022 | DREAM: Improving Situational QA by First Elaborating the Situation. | Yuling Gu, Bhavana Dalvi, Peter Clark |
| 2022 | A Corpus for Understanding and Generating Moral Stories. | Jian Guan, Ziqi Liu, Minlie Huang |
| 2022 | Local-to-global learning for iterative training of production SLU models on new features. | Yulia Grishina, Daniil Sorokin |
| 2022 | One Size Does Not Fit All: The Case for Personalised Word Complexity Models. | Sian Gooding, Manuel Tragut |
| 2022 | Harmless Transfer Learning for Item Embeddings. | Chengyue Gong, Xiaocong Du, Dhruv Choudhary, Bhargav Bhushanam, Qiang Liu, Arun Kejariwal |
| 2022 | Re2G: Retrieve, Rerank, Generate. | Michael R. Glass, Gaetano Rossiello, Md. Faisal Mahbub Chowdhury, Ankita Naik, Pengshan Cai, Alfio Gliozzo |
| 2022 | Restoring Hebrew Diacritics Without a Dictionary. | Elazar Gershuni, Yuval Pinter |
| 2022 | Temporal Generalization for Spoken Language Understanding. | Judith Gaspers, Anoop Kumar, Greg Ver Steeg, Aram Galstyan |
| 2022 | Disentangling Categorization in Multi-agent Emergent Communication. | Washington Garcia, Hamilton Scott Clouse, Kevin R. B. Butler |
| 2022 | Bi-SimCut: A Simple Strategy for Boosting Neural Machine Translation. | Pengzhi Gao, Zhongjun He, Hua Wu, Haifeng Wang |
| 2022 | DialSummEval: Revisiting Summarization Evaluation for Dialogues. | Mingqi Gao, Xiaojun Wan |
| 2022 | Triggerless Backdoor Attack for NLP Tasks with Clean Labels. | Leilei Gan, Jiwei Li, Tianwei Zhang, Xiaoya Li, Yuxian Meng, Fei Wu, Yi Yang, Shangwei Guo, Chun Fan |